Table Data - All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA) |
|---|---|
| Series ID | SMU42425406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-09-01 |
| Last Updated | 2024-10-23 4:38 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 7.1790390045512900 |
| 1990-02-01 | 6.7713029510005090 |
| 1990-03-01 | 6.7231256845485590 |
| 1990-04-01 | 6.8125669939847300 |
| 1990-05-01 | 6.7738158188184200 |
| 1990-06-01 | 6.9129808871380590 |
| 1990-07-01 | 6.8850001768764200 |
| 1990-08-01 | 6.9922574860603000 |
| 1990-09-01 | 7.0487027151561800 |
| 1990-10-01 | 6.9737852334862400 |
| 1990-11-01 | 6.9705741892130810 |
| 1990-12-01 | 7.1025016354159405 |
| 1991-01-01 | 7.0697338791478600 |
| 1991-02-01 | 7.1651808877642910 |
| 1991-03-01 | 7.1823435112756510 |
| 1991-04-01 | 7.1734362681215800 |
| 1991-05-01 | 7.1495649987650190 |
| 1991-06-01 | 7.3804796701425100 |
| 1991-07-01 | 6.8748482201288490 |
| 1991-08-01 | 6.9724433995006800 |
| 1991-09-01 | 6.9390370029704105 |
| 1991-10-01 | 7.1610305704754800 |
| 1991-11-01 | 7.2474655324686506 |
| 1991-12-01 | 7.3796854633408600 |
| 1992-01-01 | 7.1774698076243300 |
| 1992-02-01 | 7.1714071022424290 |
| 1992-03-01 | 7.1844544824530190 |
| 1992-04-01 | 7.0754165036823400 |
| 1992-05-01 | 7.1367438548060800 |
| 1992-06-01 | 7.1639727108179400 |
| 1992-07-01 | 6.8581701565393605 |
| 1992-08-01 | 7.0745452124167190 |
| 1992-09-01 | 7.1551607550680990 |
| 1992-10-01 | 7.2653953092615495 |
| 1992-11-01 | 7.2554411989500100 |
| 1992-12-01 | 7.1147482876839000 |
| 1993-01-01 | 7.1737765736570400 |
| 1993-02-01 | 7.1746393296485100 |
| 1993-03-01 | 7.2769337134705300 |
| 1993-04-01 | 7.3411880926778700 |
| 1993-05-01 | 7.4130568585337695 |
| 1993-06-01 | 7.4024757464691700 |
| 1993-07-01 | 7.5623932508388490 |
| 1993-08-01 | 7.6696004299291910 |
| 1993-09-01 | 7.5809213979768300 |
| 1993-10-01 | 7.6440590044976000 |
| 1993-11-01 | 7.6216383102635200 |
| 1993-12-01 | 7.7679372465480990 |
| 1994-01-01 | 7.8191040639131390 |
| 1994-02-01 | 7.8487836593708800 |
| 1994-03-01 | 7.9135045332740700 |
| 1994-04-01 | 8.0533072440646390 |
| 1994-05-01 | 8.1646697630394500 |
| 1994-06-01 | 8.2167002376484300 |
| 1994-07-01 | 8.5111834245146800 |
| 1994-08-01 | 8.5075480392387700 |
| 1994-09-01 | 8.4419331059886690 |
| 1994-10-01 | 8.2981539955216590 |
| 1994-11-01 | 8.3451842538868000 |
| 1994-12-01 | 8.4177380192594600 |
| 1995-01-01 | 8.5749204127371600 |
| 1995-02-01 | 8.5040108325812100 |
| 1995-03-01 | 8.4557716225650500 |
| 1995-04-01 | 8.4893076114808700 |
| 1995-05-01 | 8.6465477865978000 |
| 1995-06-01 | 8.3271228872075200 |
| 1995-07-01 | 8.3951766730574400 |
| 1995-08-01 | 8.3612714719896400 |
| 1995-09-01 | 8.4486046901960700 |
| 1995-10-01 | 8.5077808120843100 |
| 1995-11-01 | 8.6260121004121700 |
| 1995-12-01 | 8.6114936761239510 |
| 1996-01-01 | 8.5795983965373500 |
| 1996-02-01 | 8.5603337863478600 |
| 1996-03-01 | 8.6225299219312900 |
| 1996-04-01 | 8.5535142209847110 |
| 1996-05-01 | 8.5745502046725800 |
| 1996-06-01 | 8.6752146824233610 |
| 1996-07-01 | 8.6511761360177600 |
| 1996-08-01 | 8.5993964596282600 |
| 1996-09-01 | 8.6792988967621600 |
| 1996-10-01 | 8.6171125148248600 |
| 1996-11-01 | 8.6198851827191600 |
| 1996-12-01 | 8.8912992797559700 |
| 1997-01-01 | 8.7039651359215200 |
| 1997-02-01 | 8.6060630758288210 |
| 1997-03-01 | 8.6036847450659090 |
| 1997-04-01 | 8.6272595516345200 |
| 1997-05-01 | 8.8060759324694300 |
| 1997-06-01 | 8.7883595784780700 |
| 1997-07-01 | 8.6765097178131700 |
| 1997-08-01 | 8.7211702473044400 |
| 1997-09-01 | 8.6827526351992000 |
| 1997-10-01 | 8.7168459599133800 |
| 1997-11-01 | 8.6973439729454600 |
| 1997-12-01 | 8.7155853583582200 |
| 1998-01-01 | 8.7224599025445090 |
| 1998-02-01 | 8.8330004739464500 |
| 1998-03-01 | 8.8596946631833200 |
| 1998-04-01 | 8.8841179468129200 |
| 1998-05-01 | 8.8569650637100390 |
| 1998-06-01 | 8.7979253259196090 |
| 1998-07-01 | 8.8250518135749500 |
| 1998-08-01 | 8.8333150885045900 |
| 1998-09-01 | 8.6729529990537600 |
| 1998-10-01 | 8.9021850057416100 |
| 1998-11-01 | 8.7788700251952000 |
| 1998-12-01 | 8.7243800148992700 |
| 1999-01-01 | 8.5235953198002700 |
| 1999-02-01 | 8.6752477972571300 |
| 1999-03-01 | 8.7541360784461000 |
| 1999-04-01 | 8.7878827770641700 |
| 1999-05-01 | 8.6136874315614910 |
| 1999-06-01 | 8.4724217796182090 |
| 1999-07-01 | 8.7360211234880190 |
| 1999-08-01 | 8.7019942823289910 |
| 1999-09-01 | 8.4296821980128600 |
| 1999-10-01 | 8.7256583577320100 |
| 1999-11-01 | 8.7802053353365000 |
| 1999-12-01 | 8.7402859948984090 |
| 2000-01-01 | 8.7524071104048390 |
| 2000-02-01 | 8.7028946623966200 |
| 2000-03-01 | 8.6431327067348300 |
| 2000-04-01 | 8.7005370842238200 |
| 2000-05-01 | 8.7475754213287810 |
| 2000-06-01 | 8.8535165720376600 |
| 2000-07-01 | 8.7708997034784200 |
| 2000-08-01 | 8.8376177353762500 |
| 2000-09-01 | 8.9255879099728690 |
| 2000-10-01 | 8.8126616459658110 |
| 2000-11-01 | 8.8669392577704610 |
| 2000-12-01 | 8.9378108992260700 |
| 2001-01-01 | 8.5274143152332200 |
| 2001-02-01 | 8.9325920280388810 |
| 2001-03-01 | 8.8063704340917500 |
| 2001-04-01 | 8.7971393616102700 |
| 2001-05-01 | 8.6622769393416800 |
| 2001-06-01 | 8.7710988670049820 |
| 2001-07-01 | 8.8112461323969700 |
| 2001-08-01 | 8.8812596605170700 |
| 2001-09-01 | 8.7757819347771500 |
| 2001-10-01 | 8.7202088486103090 |
| 2001-11-01 | 8.6902863741364000 |
| 2001-12-01 | 8.6678777970996200 |
| 2002-01-01 | 8.2902624663981300 |
| 2002-02-01 | 8.7026625672392320 |
| 2002-03-01 | 8.7913808926070590 |
| 2002-04-01 | 8.8074106246386000 |
| 2002-05-01 | 8.8620225695737000 |
| 2002-06-01 | 8.7971996790860200 |
| 2002-07-01 | 8.8537366722363400 |
| 2002-08-01 | 8.9377188891257690 |
| 2002-09-01 | 8.9464937864654200 |
| 2002-10-01 | 8.9778202365446500 |
| 2002-11-01 | 8.9706224248184000 |
| 2002-12-01 | 8.8597654418780100 |
| 2003-01-01 | 9.2522974601553200 |
| 2003-02-01 | 9.1227891799091000 |
| 2003-03-01 | 9.1339020933724400 |
| 2003-04-01 | 8.9848838364187210 |
| 2003-05-01 | 9.1443458347564200 |
| 2003-06-01 | 9.1916504494776610 |
| 2003-07-01 | 9.1539517985264500 |
| 2003-08-01 | 9.1206264009335990 |
| 2003-09-01 | 9.0018716635284900 |
| 2003-10-01 | 9.2291260393591090 |
| 2003-11-01 | 9.2413218383914500 |
| 2003-12-01 | 9.3518595085654610 |
| 2004-01-01 | 9.2415834603936990 |
| 2004-02-01 | 8.9899056268801700 |
| 2004-03-01 | 9.0262344218966300 |
| 2004-04-01 | 9.1579243576638680 |
| 2004-05-01 | 9.1506411190758200 |
| 2004-06-01 | 8.9835567449176400 |
| 2004-07-01 | 9.0815944805562300 |
| 2004-08-01 | 8.9120797972609700 |
| 2004-09-01 | 8.8287727766331700 |
| 2004-10-01 | 9.0318483778588000 |
| 2004-11-01 | 9.1650977437193000 |
| 2004-12-01 | 9.2166193134612210 |
| 2005-01-01 | 9.1223467071955000 |
| 2005-02-01 | 9.0462868149843700 |
| 2005-03-01 | 9.0198219702239210 |
| 2005-04-01 | 8.9557500103472790 |
| 2005-05-01 | 8.8829280083608400 |
| 2005-06-01 | 9.0213646565014810 |
| 2005-07-01 | 8.8594384507133590 |
| 2005-08-01 | 8.7937572970360300 |
| 2005-09-01 | 8.7367438531919100 |
| 2005-10-01 | 8.8501123483921100 |
| 2005-11-01 | 8.6364893943543500 |
| 2005-12-01 | 8.9289131198655000 |
| 2006-01-01 | 8.7849990786233700 |
| 2006-02-01 | 9.1040378722541400 |
| 2006-03-01 | 8.9209475250279100 |
| 2006-04-01 | 8.8478489757711300 |
| 2006-05-01 | 8.9427312603856190 |
| 2006-06-01 | 8.5687999363853000 |
| 2006-07-01 | 8.6028426561052690 |
| 2006-08-01 | 8.7593435533803500 |
| 2006-09-01 | 8.8373556726225900 |
| 2006-10-01 | 8.8539535830118900 |
| 2006-11-01 | 9.0137166319321800 |
| 2006-12-01 | 8.7558975876950000 |
| 2007-01-01 | 8.7799628278308610 |
| 2007-02-01 | 8.7967242605904290 |
| 2007-03-01 | 8.9066531114452400 |
| 2007-04-01 | 9.0061877203206700 |
| 2007-05-01 | 9.1072218074217410 |
| 2007-06-01 | 9.1938883618629800 |
| 2007-07-01 | 8.9390791631957300 |
| 2007-08-01 | 8.5866254270306300 |
| 2007-09-01 | 9.1514017831625400 |
| 2007-10-01 | 9.0432740686683390 |
| 2007-11-01 | 8.9194576319119600 |
| 2007-12-01 | 8.6858833719180500 |
| 2008-01-01 | 9.5472340907119900 |
| 2008-02-01 | 9.0471553508920890 |
| 2008-03-01 | 8.9714623980009400 |
| 2008-04-01 | 9.0882114515974290 |
| 2008-05-01 | 8.7714039747031390 |
| 2008-06-01 | 8.9546302685730200 |
| 2008-07-01 | 9.2689654620021410 |
| 2008-08-01 | 9.2842022839004200 |
| 2008-09-01 | 9.7826780177910390 |
| 2008-10-01 | 9.2387076066761900 |
| 2008-11-01 | 9.2731136396910100 |
| 2008-12-01 | 9.1644343347017500 |
| 2009-01-01 | 9.5672319089340510 |
| 2009-02-01 | 9.3976356958600800 |
| 2009-03-01 | 9.4802006062836400 |
| 2009-04-01 | 9.4289701375494400 |
| 2009-05-01 | 9.0194469133680090 |
| 2009-06-01 | 9.4369396353586090 |
| 2009-07-01 | 9.5983347819103200 |
| 2009-08-01 | 9.6291357669844200 |
| 2009-09-01 | 9.6442809269290300 |
| 2009-10-01 | 9.5295859010191700 |
| 2009-11-01 | 9.5147474118780100 |
| 2009-12-01 | 9.3992571093659500 |
| 2010-01-01 | 9.5969249646557600 |
| 2010-02-01 | 9.6760675412988310 |
| 2010-03-01 | 9.6336023321782000 |
| 2010-04-01 | 9.6931132010279700 |
| 2010-05-01 | 9.7540278119292210 |
| 2010-06-01 | 9.9122600004333190 |
| 2010-07-01 | 9.9484846198167400 |
| 2010-08-01 | 9.7447580136070010 |
| 2010-09-01 | 9.7176846226426310 |
| 2010-10-01 | 9.9074591279080390 |
| 2010-11-01 | 9.9459836202431600 |
| 2010-12-01 | 9.8602305362717110 |
| 2011-01-01 | 9.7508536042325600 |
| 2011-02-01 | 9.8595510113922310 |
| 2011-03-01 | 9.9010361821890600 |
| 2011-04-01 | 9.7829141328304800 |
| 2011-05-01 | 9.7577121361692590 |
| 2011-06-01 | 10.0400988483056980 |
| 2011-07-01 | 9.5852919288476310 |
| 2011-08-01 | 9.7540076701196410 |
| 2011-09-01 | 9.5998532740740400 |
| 2011-10-01 | 9.5593433878213200 |
| 2011-11-01 | 9.5689590938773590 |
| 2011-12-01 | 9.4866202429234000 |
| 2012-01-01 | 9.0234179283866200 |
| 2012-02-01 | 10.0678809277559010 |
| 2012-03-01 | 9.7592681548285800 |
| 2012-04-01 | 9.8868724165897200 |
| 2012-05-01 | 9.4292664823461100 |
| 2012-06-01 | 9.6805837452576500 |
| 2012-07-01 | 9.6030803440088110 |
| 2012-08-01 | 9.6351357898165600 |
| 2012-09-01 | 9.7746734743701790 |
| 2012-10-01 | 9.7509100839253810 |
| 2012-11-01 | 9.8339078648775600 |
| 2012-12-01 | 10.1485885702544000 |
| 2013-01-01 | 9.4918182355663120 |
| 2013-02-01 | 9.7324519077923900 |
| 2013-03-01 | 9.8232364363053600 |
| 2013-04-01 | 9.7258473927706100 |
| 2013-05-01 | 9.6979334370526400 |
| 2013-06-01 | 9.6834994258350000 |
| 2013-07-01 | 9.8601154405598500 |
| 2013-08-01 | 9.7499374012888200 |
| 2013-09-01 | 9.8458167615345700 |
| 2013-10-01 | 9.8499829541764300 |
| 2013-11-01 | 9.8419518280464900 |
| 2013-12-01 | 9.9443803985533010 |
| 2014-01-01 | 9.8383639840185200 |
| 2014-02-01 | 9.9424671745043690 |
| 2014-03-01 | 9.8098935953852700 |
| 2014-04-01 | 9.9403746196523100 |
| 2014-05-01 | 9.6627318089815800 |
| 2014-06-01 | 9.9253984362712500 |
| 2014-07-01 | 9.9759641094755700 |
| 2014-08-01 | 10.0999067988355000 |
| 2014-09-01 | 10.1020377446491980 |
| 2014-10-01 | 10.0311352760965000 |
| 2014-11-01 | 10.0406135024128020 |
| 2014-12-01 | 10.1499549686423000 |
| 2015-01-01 | 10.1928214481948000 |
| 2015-02-01 | 9.9517716033724480 |
| 2015-03-01 | 9.8845670803956180 |
| 2015-04-01 | 10.0608600370371000 |
| 2015-05-01 | 10.2358551315101990 |
| 2015-06-01 | 10.1572364853635000 |
| 2015-07-01 | 10.0970339985789000 |
| 2015-08-01 | 9.9489086362728600 |
| 2015-09-01 | 9.7650214955191700 |
| 2015-10-01 | 9.9317733602231000 |
| 2015-11-01 | 9.9757082653916190 |
| 2015-12-01 | 10.0072823823488020 |
| 2016-01-01 | 10.4471181249261000 |
| 2016-02-01 | 10.0499629306443020 |
| 2016-03-01 | 10.1238339359741000 |
| 2016-04-01 | 10.0859453027220000 |
| 2016-05-01 | 10.5165749930255000 |
| 2016-06-01 | 10.1432426484794000 |
| 2016-07-01 | 10.0986043860147000 |
| 2016-08-01 | 10.1597083157968000 |
| 2016-09-01 | 9.6306518979700380 |
| 2016-10-01 | 10.0024794128188000 |
| 2016-11-01 | 9.9991667747713100 |
| 2016-12-01 | 9.9960267773862400 |
| 2017-01-01 | 9.8128223522614610 |
| 2017-02-01 | 9.8740156288752400 |
| 2017-03-01 | 9.6988140583853600 |
| 2017-04-01 | 9.6438676353984800 |
| 2017-05-01 | 10.0226870612414000 |
| 2017-06-01 | 9.6562494780651500 |
| 2017-07-01 | 9.7346165741276690 |
| 2017-08-01 | 9.6222342535011400 |
| 2017-09-01 | 9.7839015179768200 |
| 2017-10-01 | 9.7150219632719000 |
| 2017-11-01 | 9.6548694785799490 |
| 2017-12-01 | 9.6366797887865200 |
| 2018-01-01 | 9.6190143958185700 |
| 2018-02-01 | 9.7128775125493390 |
| 2018-03-01 | 9.7157996483702200 |
| 2018-04-01 | 9.7555314523481090 |
| 2018-05-01 | 9.6203153537387200 |
| 2018-06-01 | 9.6291387634812310 |
| 2018-07-01 | 9.4611796415254500 |
| 2018-08-01 | 9.5732712162113010 |
| 2018-09-01 | 9.6667731333674900 |
| 2018-10-01 | 9.6223699052831700 |
| 2018-11-01 | 9.5777796677703900 |
| 2018-12-01 | 9.6569004165842500 |
| 2019-01-01 | 9.6309515264377000 |
| 2019-02-01 | 9.7505083239819910 |
| 2019-03-01 | 9.7322223401046700 |
| 2019-04-01 | 9.7758944378868900 |
| 2019-05-01 | 9.2132997944144480 |
| 2019-06-01 | 9.5906384161816000 |
| 2019-07-01 | 9.5412134167393100 |
| 2019-08-01 | 9.6312643435845700 |
| 2019-09-01 | 9.6600829507113400 |
| 2019-10-01 | 9.8219028956857300 |
| 2019-11-01 | 9.7705798535763200 |
| 2019-12-01 | 9.4788524423764600 |
| 2020-01-01 | 10.1881429213844000 |
| 2020-02-01 | 9.8123548957562200 |
| 2020-03-01 | 9.7486477789871700 |
| 2020-04-01 | 7.9913990280777890 |
| 2020-05-01 | 7.8985498745506200 |
| 2020-06-01 | 8.5799330491395500 |
| 2020-07-01 | 8.7527462723214600 |
| 2020-08-01 | 8.8702528847597790 |
| 2020-09-01 | 8.9172257659216300 |
| 2020-10-01 | 8.8542525395197680 |
| 2020-11-01 | 8.8860310793233110 |
| 2020-12-01 | 8.0696593476191400 |
| 2021-01-01 | 8.8163731805351180 |
| 2021-02-01 | 8.5693170725812990 |
| 2021-03-01 | 9.0294206481467790 |
| 2021-04-01 | 8.9275804318700400 |
| 2021-05-01 | 9.3600255097430890 |
| 2021-06-01 | 9.3366948751858800 |
| 2021-07-01 | 9.2972616898714700 |
| 2021-08-01 | 9.1947242424101600 |
| 2021-09-01 | 8.8637717622121100 |
| 2021-10-01 | 8.9686957757733590 |
| 2021-11-01 | 9.0722442515194700 |
| 2021-12-01 | 9.1913600208652500 |
| 2022-01-01 | 9.5623648898939300 |
| 2022-02-01 | 9.1702997455840100 |
| 2022-03-01 | 9.0413092914876400 |
| 2022-04-01 | 9.2349048143805990 |
| 2022-05-01 | 9.4428279422518100 |
| 2022-06-01 | 9.1536311362672400 |
| 2022-07-01 | 9.2390004219837900 |
| 2022-08-01 | 9.3032893967554810 |
| 2022-09-01 | 9.3105984613566690 |
| 2022-10-01 | 9.1692939839391610 |
| 2022-11-01 | 9.1701359276181800 |
| 2022-12-01 | 9.2750269364013590 |
| 2023-01-01 | 9.0749926630698500 |
| 2023-02-01 | 9.0968883803453100 |
| 2023-03-01 | 9.2374261391223910 |
| 2023-04-01 | 9.2492366812918400 |
| 2023-05-01 | 9.3492480309643900 |
| 2023-06-01 | 9.4652256325656410 |
| 2023-07-01 | 9.3224914971433800 |
| 2023-08-01 | 9.2977556326967300 |
| 2023-09-01 | 9.4501108986631200 |
| 2023-10-01 | 9.6334322120337590 |
| 2023-11-01 | 9.6257614440842500 |
| 2023-12-01 | 9.6381278889529210 |
| 2024-01-01 | 9.8217993551241400 |
| 2024-02-01 | 9.7610093657996600 |
| 2024-03-01 | 9.7026117379605300 |
| 2024-04-01 | 9.7100627828648600 |
| 2024-05-01 | 9.6526284048405380 |
| 2024-06-01 | 9.7886273527849710 |
| 2024-07-01 | 9.9070785245562400 |
| 2024-08-01 | 9.9022312822848800 |
| 2024-09-01 | 9.7769730354265900 |
